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Financial inclusion: Measures and applications to Africa

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  • Kebede, Jeleta
  • Naranpanawa, Athula
  • Selvanathan, Saroja

Abstract

Financial inclusion (FI) is increasingly becoming a global policy priority because it enables access to financial services, such as savings, payments, risk management, and credit, to households and firms with a wide range of needs. However, to the best of our knowledge, no study has yet been undertaken on measures of FI and the nexus between FI and bank market structure in Africa. We used panel data from 17 African countries from 2004 to 2018 to measure FI and examine its nexus with bank market structure in these countries. We employed two-stage unsupervised machine learning to index FI: its dimensions in the first stage and overall FI in the second stage. Then, we employed an endogenous panel threshold model to examine bank market power and asset concentration impacts on FI. We found that bank market power enhances availability and accessibility dimensions but reduces the usage dimension. The impact of a higher regime market power on usage is worse than that of a lower regime market power. Asset concentration impacts on overall FI, availability, and usage are more pronounced under a lower regime concentration. The results imply that bank asset concentration and market power beyond thresholds are not desirable for promoting FI. The results also imply that scrutinizing potential sensitivity of the results to FI dimensions is vital.

Suggested Citation

  • Kebede, Jeleta & Naranpanawa, Athula & Selvanathan, Saroja, 2021. "Financial inclusion: Measures and applications to Africa," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 365-379.
  • Handle: RePEc:eee:ecanpo:v:70:y:2021:i:c:p:365-379
    DOI: 10.1016/j.eap.2021.03.008
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    as
    1. Inessa Love & María Soledad Martínez Pería, 2015. "How Bank Competition Affects Firms' Access to Finance," The World Bank Economic Review, World Bank, vol. 29(3), pages 413-448.
    2. Fungáčová, Zuzana & Weill, Laurent, 2015. "Understanding financial inclusion in China," China Economic Review, Elsevier, vol. 34(C), pages 196-206.
    3. Grohmann, Antonia & Klühs, Theres & Menkhoff, Lukas, 2018. "Does financial literacy improve financial inclusion? Cross country evidence," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 111, pages 84-96.
    4. Allen, Franklin & Demirguc-Kunt, Asli & Klapper, Leora & Martinez Peria, Maria Soledad, 2016. "The foundations of financial inclusion: Understanding ownership and use of formal accounts," Journal of Financial Intermediation, Elsevier, vol. 27(C), pages 1-30.
    5. Qunyong Wang, 2015. "Fixed-effect panel threshold model using Stata," Stata Journal, StataCorp LP, vol. 15(1), pages 121-134, March.
    6. de Koker, Louis & Jentzsch, Nicola, 2013. "Financial Inclusion and Financial Integrity: Aligned Incentives?," World Development, Elsevier, vol. 44(C), pages 267-280.
    7. Ibrahim Bozkurt & Rıfat Karakuş & Melek Yildiz, 2018. "Spatial Determinants of Financial Inclusion over Time," Journal of International Development, John Wiley & Sons, Ltd., vol. 30(8), pages 1474-1504, November.
    8. Degryse, Hans & Havrylchyk, Olena & Jurzyk, Emilia & Kozak, Sylwester, 2012. "Foreign bank entry, credit allocation and lending rates in emerging markets: Empirical evidence from Poland," Journal of Banking & Finance, Elsevier, vol. 36(11), pages 2949-2959.
    9. Fosu, Augustin Kwasi, 2017. "Growth, inequality, and poverty reduction in developing countries: Recent global evidence," Research in Economics, Elsevier, vol. 71(2), pages 306-336.
    10. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    11. Chong, Terence Tai-Leung & Lu, Liping & Ongena, Steven, 2013. "Does banking competition alleviate or worsen credit constraints faced by small- and medium-sized enterprises? Evidence from China," Journal of Banking & Finance, Elsevier, vol. 37(9), pages 3412-3424.
    12. Ahamed, M. Mostak & Mallick, Sushanta K., 2019. "Is financial inclusion good for bank stability? International evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 157(C), pages 403-427.
    13. Sasidaran Gopalan & Ramkishen S. Rajan, 2018. "Foreign Banks and Financial Inclusion in Emerging and Developing Economies: An Empirical Investigation," Journal of International Development, John Wiley & Sons, Ltd., vol. 30(4), pages 559-583, May.
    14. Honohan, Patrick, 2008. "Cross-country variation in household access to financial services," Journal of Banking & Finance, Elsevier, vol. 32(11), pages 2493-2500, November.
    15. Noelia Cámara & David Tuesta, 2018. "Measuring financial inclusion: a multidimensional index," IFC Bulletins chapters, in: Bank for International Settlements (ed.), The role of data in supporting financial inclusion policy, volume 47, Bank for International Settlements.
    16. Allen N. Berger & Leora F. Klapper & Rima Turk-Ariss, 2017. "Bank competition and financial stability," Chapters, in: Jacob A. Bikker & Laura Spierdijk (ed.), Handbook of Competition in Banking and Finance, chapter 10, pages 185-204, Edward Elgar Publishing.
    17. Mr. Alexander Massara & André Mialou, 2014. "Assessing Countries’ Financial Inclusion Standing - A New Composite Index," IMF Working Papers 2014/036, International Monetary Fund.
    18. Thorsten Beck & Lemma Senbet & Witness Simbanegavi, 2015. "Financial Inclusion and Innovation in Africa: An Overview," Journal of African Economies, Centre for the Study of African Economies, vol. 24(suppl_1), pages 3-11.
    19. Germana Corrado & Luisa Corrado, 2015. "The geography of financial inclusion across Europe during the global crisis," Journal of Economic Geography, Oxford University Press, vol. 15(5), pages 1055-1083.
    20. Shannon Mudd, 2013. "Bank Structure, Relationship Lending and Small Firm Access to Finance: A Cross-Country Investigation," Journal of Financial Services Research, Springer;Western Finance Association, vol. 44(2), pages 149-174, October.
    21. Xiuhua Wang & Jian Guan, 2017. "Financial inclusion: measurement, spatial effects and influencing factors," Applied Economics, Taylor & Francis Journals, vol. 49(18), pages 1751-1762, April.
    22. Demirguc-Kunt, Asli & Klapper, Leora, 2012. "Measuring financial inclusion : the Global Findex Database," Policy Research Working Paper Series 6025, The World Bank.
    23. Park, Cyn-Young & Mercado, Jr., Rogelio, 2018. "Financial Inclusion: New Measurement and Cross-Country Impact Assessment," ADB Economics Working Paper Series 539, Asian Development Bank.
    24. Swamy, Vighneswara, 2014. "Financial Inclusion, Gender Dimension, and Economic Impact on Poor Households," World Development, Elsevier, vol. 56(C), pages 1-15.
    25. Germana Corrado, 2020. "Institutional quality and access to financial services: evidence from European transition economies," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 47(6), pages 1363-1376, July.
    26. Kabakova, Oksana & Plaksenkov, Evgeny, 2018. "Analysis of factors affecting financial inclusion: Ecosystem view," Journal of Business Research, Elsevier, vol. 89(C), pages 198-205.
    27. Emenalo, Chukwunonye O. & Gagliardi, Francesca & Hodgson, Geoffrey M., 2018. "Historical institutional determinants of financial system development in Africa," Journal of Institutional Economics, Cambridge University Press, vol. 14(2), pages 345-372, April.
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    More about this item

    Keywords

    Financial inclusion index; Bank market power; Bank asset concentration; Panel threshold model; Africa;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development
    • O55 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Africa

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